PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

EPrints submitted by Marcus Hutter

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Number of EPrints submitted by this user: 16

A Complete Theory of Everything (will be Subjective)
Marcus Hutter
arXiv 2009.

Discrete MDL Predicts in Total Variation
Marcus Hutter
In: NIPS 2009, 7-12 Dec 2009, Vancouver, Canada.

Matching 2-D Ellipses to 3-D Circles with Application to Vehicle Pose Estimation
Marcus Hutter, Nathan Brewer and Ahmed Rakib
In: Proceedings of the 24th Conference on Image and Vision Computing New Zealand, 23-25 Nov 2009, Wellington, New Zealand.

mBPCR: A Package for DNA Copy Number Profile Estimation
Paola M.V. Rancoita and Marcus Hutter
BioConductor -- Open Source Software for Biolnformatics pp. 1-25, 2009.

A Monte Carlo AIXI Approximation
Joel Veness, Kee Siong Ng, Marcus Hutter and David Silver
arXiv Number 0909.0801, 2009.

Open Problems in Universal Induction and Intelligence
Marcus Hutter
Algorithms Volume 3, Number 2, pp. 879-906, 2009.

Bayesian Joint Estimation of CN and LOH Aberrations
Marcus Hutter
In: 3rd International Workshop on Practical Applications of Computational Biology and Bioinformatics, 10-12 June 2009, Spain.

ALT '07 Special Issue
Marcus Hutter and R.A. Servedio
Theoretical Computer Science Volume 410, Number 19, pp. 1747-1912, 2009.

A New Local Distance-Based Outlier Detection Approach for Scattered Real-World Data
Ke Zhang, Marcus Hutter and Warren Jin
In: 13th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 27-30 April 2009, Bangkok, Thailand.

Limits of Learning about a Categorical Latent Variable under Prior Near-Ignorance
Alberto Piatti, Marco Zaffalon, Fabio Trojani and Marcus Hutter
International Journal of Approximate Reasoning Volume 50, Number 4, pp. 597-611, 2009.

Second Conference of Artificial General Intelligence
Ben Goertzel, Pascal Hitzler and Marcus Hutter
(2009) Artificial General Intelligence , Volume 2 . Atlantis Press , United States .

Exact Non-Parametric Bayesian Inference on Infinite Trees
Marcus Hutter
arXiv Number 0903.5342, 2009.

Feature Dynamic Bayesian Networks
Marcus Hutter
In: Second Conference on Artificial General Intelligence, 6-9 March 2009, Arlington, United States.

Feature Markov Decision Processes
Marcus Hutter
In: Second Conference on Artificial General Intelligence, 6-9 March 2009, Arlington, United States.

Practical Robust Estimators under the Imprecise Dirichlet Model
Marcus Hutter
International Journal of Approximate Reasoning Volume 50, Number 2, pp. 231-242, 2009.

Bayesian DNA Copy Number Analysis
Marcus Hutter
BMC Bioinformatics Volume 10, Number 10, pp. 1-19, 2009.